Jeff Bolz
668306ff2b
vulkan: fix coopmat2 flash attention for non-contiguous inputs (llama/11281)
...
Add code similar to mul_mm_cm2 to force alignment of strides, to avoid
a performance regression.
Add noncontiguous FA tests in test-backend-ops.
Fixes #11268 .
2025-02-03 22:00:57 +02:00
Radoslav Gerganov
fdc21fc87b
rpc : early register backend devices (llama/11262)
...
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.
ref: #10609
2025-02-03 22:00:57 +02:00
Jeff Bolz
7183a1eb72
vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl (llama/11166)
...
* vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl
Shaders are based on cpy.cu.
* vulkan: support copy from q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl to f32
* ggml: copy q->f32 assumes some contiguity in the destination
2025-02-03 22:00:57 +02:00
Jeff Bolz
09f3c66648
vulkan: optimize coopmat2 q4_k/q5_k dequant functions. (llama/11206)
...
Do masking on whole dwords, fetch all scales at once.
2025-02-03 22:00:57 +02:00
Jeff Bolz
62e2414620
vulkan: optimize coopmat2 q2_k dequant function (llama/11130)
2025-02-03 22:00:57 +02:00
Johannes Gäßler
de49024e49
CUDA: backwards pass for misc. ops, add tests (llama/11257)
...
* CUDA: backwards pass for misc. ops, add tests
* remove restrict from pointers
2025-02-03 22:00:57 +02:00
fj-y-saito
db6383094c
ggml: aarch64: implement SVE kernels for q4_K_q8_K vector dot (llama/11227)
...
* Add SVE support for q4_K_q8_K
* Update ggml/src/ggml-cpu/ggml-cpu-quants.c
change to use K_SCALE_SIZE
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-03 22:00:57 +02:00
Eve
164f13c6a9
vulkan: scale caching for k quants + misc fixes (llama/11081)
...
* q6_k scale caching
* 16 bit unpack
* q4_k test (slow)
* revert it
* q3_k
* q2_k
* little stuff
* try precalculating products of a and q2_k scales
* Revert "try precalculating products of a and q2_k scales"
This reverts commit 65110b81f23f66331a50c6e889a7c1ab9470a86b.
* unpack should be u16, add vim swap to gitignore (about time)
* better q4_k scales
* q5_k
* better q6_k with separate paths for all threads and partial threads in use, plus some more optimizations
* q2_k better dequant
* q3_k optimizations
* q3_k use hmask simd from cpu avx version
* make the caches happy
* q3_k separate out calculation
* q2_k separate out
* little stuff
* use calc_superblock everywhere
* q2_k optimize scale calculation
* more barriers
2025-02-03 22:00:57 +02:00
Junil Kim
02aa86230a
fix: ggml: fix vulkan-shaders-gen build (llama/10448)
...
* fix: ggml: fix vulkan-shaders-gen build
The vulkan-shaders-gen target was not being built correctly
in case of cross-compilation.
Other outputs need to be built for the cross compile target,
but vulkan-shaders-gen needs to be built for the host.
* refactor: ggml: Improve vulkan-shaders-gen toolchain setup
- Add GGML_SHADERS_GEN_TOOLCHAIN CMake option.
- Auto-detect host toolchain if not set.
* refactor: ggml: Improve vulkan-shaders-gen toolchain setup
Use configure_file to generate host_toolchain.cmake from template
* fix: ggml: Fix compile error
Fix compile error not finding vulkan-shaders-gen
* fix: vulkan-shaders-gen build and path handling
Fix build issues with vulkan-shaders-gen:
- Add target dependency for correct build order
- Use CMAKE_HOST_SYSTEM_NAME for executable suffix
- Fix MSVC output directory in host toolchain
- Normalize path handling for cross-compilation
* fix: improve host compiler detection in vulkan shader build
Improve host compiler detection for vulkan shader generation:
- Add NO_CMAKE_FIND_ROOT_PATH to all compiler searches
- Consolidate compiler detection logic
- Fix Windows-specific MSVC detection
- Ensure correct compiler search in cross-compilation
* refactor: Simplify CMake function for detecting host compiler
Simplified the CMake function to improve the process of detecting the host compiler.
* fix: Remove unnecessary Vulkan library linkage in CMakeLists.txt
Since `vulkan-shader-gen.cpp` only requires the `glslc` executable
and not the Vulkan headers or libraries, CMakeLists.txt needs to
be corrected.
(See: ecc93d0558fc3ecb8a5af69d2ece02fae4710ade)
* refactor: Rename host_toolchain.cmake.in
- Rename host_toolchain.cmake.in to cmake/host-toolchain.cmake.in
* refactor: GGML_VULKAN_SHADERS_GEN_TOOLCHAIN
Rename the macro GGML_SHADERS_GEN_TOOLCHAIN to GGML_VULKAN_SHADERS_GEN_TOOLCHAIN
2025-02-03 22:00:57 +02:00
Johannes Gäßler
54a2ee648f
RoPE: fix back, CUDA support for back + noncont. (llama/11240)
...
* RoPE: fix back, CUDA support for back + noncont.
* fix comments reg. non-cont. RoPE support [no-ci]
2025-02-03 22:00:57 +02:00
Akarshan Biswas
9700cfb0a3
SYCL: Add gated linear attention kernel (llama/11175)
...
* SYCL: Add Gated Linear attention kernel
* glahpp: add a space at the end of file
* gla: Put the barrier inside the main logic loop
2025-02-03 22:00:57 +02:00
William Tambellini
8e0143e205
ggml : add option to not print stack on abort (ggml/1081)
...
* Add option to not print stack on abort
Add option/envvar to disable stack printing on abort.
Also link some unittests with Threads to fix link errors on
ubuntu/g++11.
* Update ggml/src/ggml.c
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-02-03 22:00:57 +02:00
issixx
f12559d590
ggml-cpu : fix ggml_graph_compute_thread did not terminate on abort. (ggml/1065)
...
some threads kept looping and failed to terminate properly after an abort during CPU execution.
Co-authored-by: issi <issi@gmail.com>
2025-02-03 22:00:57 +02:00
Georgi Gerganov
589b40810a
ci : dummy commit to trigger CI
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2025-02-03 16:32:48 +02:00
KITAITI Makoto
7ffcd05267
ruby : Make context accept initial parameters, API to retrieve a segment and more ( #2749 )
...
* Fix type signature for Whisper.log_set
* Use cache file for model when offline
* Extract ruby_whisper_transcribe() into a file
* Extract Whisper::Error
* Use FileList for ext/*.{c,cpp,h}
* Extract Whisper::Segment
* Extract Whisper::Model
* Extract Whisper::Params
* Extract Whisper::Context
* Extract log_callback function
* Write base code in C rather than C++
* Use chdir instead of Dir.chdir in Rakefile
* Define alloc func for Whisper::Model
* Define Whisper::Params' calback and user data reader
* Add test for Whisper::Params.new with keyword arguments
* Make Whisper::Params.new accept keyword arguments
* Update type signatures
* Update README
* Update CLEAN targets
* Fix document comment for Whisper::Params#new_segment_callback=
* Use macro to define params
* Fix dependency of build task
* Set Whisper.finalize_log_callback visibility to private
* Make Whisper::Context#full and full_parallel return self
* Add test for Whisper::Context#full_get_segment
* Add Whisper::Context#full_get_segment
* Update signatures
* Update README
* Fix signature
* Resplace #initialize with .new in signature file [skip ci]
* Fix potential overflow
2025-01-21 09:39:54 +02:00
Corey Earwood
7a423f1c00
whisper.objc : fix build and CI
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2025-01-18 12:06:06 +02:00
Georgi Gerganov
99b011a9f5
talk-llama : sync llama.cpp
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2025-01-14 10:38:01 +02:00
Georgi Gerganov
19d95f9f9a
sync : ggml
2025-01-14 10:38:01 +02:00
Johannes Gäßler
d5ef1737d8
GGUF: C++ refactor, backend support, misc fixes (skip) (llama/11030)
...
ggml-ci
2025-01-14 10:38:01 +02:00
lhez
1deb41f0e7
ggml : add opencl backend (skip) (llama/10693)
...
---------
Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>
2025-01-14 10:38:01 +02:00
Andreas Kieslinger
2425caf4fd
cuda : CUDA Graph Compute Function Refactor (precursor for performance improvements) (llama/11042)
...
* Refactor: Moves cuda graph executable update step to separate function.
* Refactor: Moves cuda graph update check to separate function.
* Refactor: Moves cuda graph maintenance (update or adjusting copy parameters) to separate function for improved readability.
* Fix: Adds missing reference to maintain_cuda_graph() definition.
* Refactor: Improves structure and abstractions by moving CUDA graph evaluation and capture to its own function.
* Refactor: Moves node graph checks and copy ops into individual function for improved readability.
* Refactor: Removes code permanently excluded from compilation to increase readability.
* Style: Adds missing newline
* Style: Consolidates several neighboring '#ifdef USE_CUDA_GRAPH' into a single one
* Refactor: Makes 'cuda_graph_update_required' a local variable
* remove double lines between functions
---------
Co-authored-by: slaren <slarengh@gmail.com>
2025-01-14 10:38:01 +02:00
Radoslav Gerganov
a4b00bcaaf
ggml : do not define GGML_USE_CUDA when building with GGML_BACKEND_DL (llama/11211)
...
Build fails when using HIP and GGML_BACKEND_DL:
```
/usr/bin/ld: ../ggml/src/libggml.so: undefined reference to `ggml_backend_cuda_reg'
collect2: error: ld returned 1 exit status
```
This patch fixes this.
2025-01-14 10:38:01 +02:00
0cc4m
cdb8aa2f2e
Vulkan: Fix float16 use on devices without float16 support + fix subgroup_size_control validation error (llama/11161)
...
* Vulkan: Remove float16 use in shaders
* Fix validation error about subgroup_size_control extension
2025-01-14 10:38:01 +02:00
Molly Sophia
06209f6683
llama: add support for QRWKV6 model architecture (llama/11001)
...
llama: add support for QRWKV6 model architecture (llama/11001)
* WIP: Add support for RWKV6Qwen2
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* RWKV: Some graph simplification
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Add support for RWKV6Qwen2 with cpu and cuda GLA
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* RWKV6[QWEN2]: Concat lerp weights together to reduce cpu overhead
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix some typos
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* code format changes
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix wkv test & add gla test
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix cuda warning
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Update README.md
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Update ggml/src/ggml-cuda/gla.cu
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Fix fused lerp weights loading with RWKV6
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* better sanity check skipping for QRWKV6 in llama-quant
thanks @compilade
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: compilade <git@compilade.net>
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: compilade <git@compilade.net>
2025-01-14 10:38:01 +02:00
Akarshan Biswas
c3235bd81e
SYCL: Refactor ggml_sycl_compute_forward (llama/11121)
...
* SYCL: refactor ggml_sycl_compute_forward
* SYCL: add back GGML_USED(dst) to ggml_sycl_cpy
* SYCL: add function name to noop debug
* SYCL: Some device info print refactoring and add details of XMX availability
2025-01-14 10:38:01 +02:00
hydai
262d0abc87
fix: add missing msg in static_assert (llama/11143)
...
Signed-off-by: hydai <z54981220@gmail.com>
2025-01-14 10:38:01 +02:00
amritahs-ibm
124eec1664
llamafile : ppc64le MMA INT8 implementation (llama/10912)
...
This change upstreams llamafile's cpu matrix
multiplication kernels for ppc64le using MMA
builtins for quantised int8 datatype.
This change results in 10% - 70% improvement
in total speed(ie all tokens/total time), across
various batch sizes.
The patch is tested with Meta-Lllama-3-8B,
Mistral-7B, Llama-2-7B-chat-hf models on a
IBM POWER10 machine.
Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2025-01-14 10:38:01 +02:00
Mathieu Baudier
b08c3a88c8
Disable GL_KHR_cooperative_matrix Vulkan extension if not available. (llama/11117)
...
* Disable GL_KHR_cooperative_matrix Vulkan extension if not available.
* Perform Vulkan extensions checks in a more sensible order
* Remove unnecessary #ifdef directive
2025-01-14 10:38:01 +02:00
ag2s20150909
0afce25a69
fix: Vulkan shader gen binary path when Cross-compiling (llama/11096)
...
* fix: Vulkan shader gen binary path when cross compiling
2025-01-14 10:38:01 +02:00
Johannes Gäßler
acdbe58631
GGUF: C++ refactor, backend support, misc fixes (llama/11030)
...
* GGUF: C++ refactor, backend support, misc fixes
remove ggml_tensor.backend
update CODEOWNERS [no ci]
remove gguf_get_data from API
revise GGUF API data types
2025-01-14 10:38:01 +02:00
Diego Devesa
09fabffdf5
ggml-backend : only offload from host buffers (fix) (llama/11124)
2025-01-14 10:38:01 +02:00
Diego Devesa
3988d6396b
ggml-backend : only offload from host buffers (llama/11120)
2025-01-14 10:38:01 +02:00
Radoslav Gerganov
c8c63eeec0
rpc : code cleanup (llama/11107)
...
Remove duplicated macros, use GGML_LOG_ERROR for errors
2025-01-14 10:38:01 +02:00
Akarshan Biswas
abf7f24410
SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6 (llama/11087)
...
* SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6
* Revert "SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6"
This reverts commit f62dc45f318e48d375e7734b34cbddee81deed52.
* Reland: Use get_multi_ptr instead of deprecated get_pointer in wkv6
2025-01-14 10:38:01 +02:00
Johannes Gäßler
341f5c28e6
CUDA: add BF16 support (llama/11093)
...
* CUDA: add BF16 support
2025-01-14 10:38:01 +02:00
0cc4m
5377099524
Vulkan: Add device-specific blacklist for coopmat for the AMD proprietary driver (llama/11074)
...
* Vulkan: Add device-specific blacklist for coopmat for the AMD proprietary driver
* Add (TM) to AMD name check
2025-01-14 10:38:01 +02:00
matt23654
dcbb375779
Support for models with non-512-aligned tensors over RPC. (llama/11047)
...
* Added init tensor calling code
* Added get_alloc_size forwarding
* Cleaned up and improved type/error handling.
* fix: remove trailing whitespaces.
* Cleanup and use GGML error logging functions.
* Handle potentially dangerous edge cases.
* Apply suggestions from code review
Co-authored-by: Diego Devesa <slarengh@gmail.com>
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-01-14 10:38:01 +02:00
Gilad S.
4334c71aed
fix: Vulkan shader gen binary path (llama/11037)
2025-01-14 10:38:01 +02:00
Radoslav Gerganov
e875a82473
ggml : allow loading backend with env variable (ggml/1059)
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ref: #1058
2025-01-14 10:38:01 +02:00
Georgi Gerganov
507e230f1e
scripts : sync opencl, gguf
2025-01-14 09:42:16 +02:00
Georgi Gerganov
eb68324c86
whisper : fix gpu device selection ( #2728 )
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2025-01-13 13:11:37 +02:00
Georgi Gerganov
e940fbf283
server : fix build ( #2718 )
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2025-01-13 08:57:33 +02:00
Georgi Gerganov
35d0e02c72
talk-llama : sync llama.cpp ( #2709 )
2025-01-13 08:55:48 +02:00
NETZkultur GmbH
45d3faf961
server : generate unique tmp filenames ( #2718 )
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#Summary
This Merge Request adds a mechanism to generate unique filenames for FFmpeg conversions in whisper_server.cpp. Previously, a single fixed filename was used (e.g., whisper-server-tmp.wav), which could result in unexpected file overwrites under certain circumstances. By generating a unique filename per request, any risk of overwriting temporary files is eliminated.
#Background / Motivation
• Problem: Relying on a static filename for temporary audio files may lead to overwrites if multiple operations occur simultaneously or if the same file name is reused.
• Goal: Dynamically generate unique filenames, ensuring each request or operation uses an isolated temporary file.
2025-01-13 08:55:21 +02:00
Sandro Hanea
2ab2eb5110
whisper : add whisper_full_get_segment_no_speech_prob_from_state ( #2716 )
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2025-01-09 16:21:07 +02:00
Jayant
b82d305282
readme : add docker instructions ( #2711 )
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I found the docker instructions to be useful in the README.md and the differences in docker variants such as ffmpeg and cuda support. However, this section was removed in v1.7.4 and I would vote to bring it back.
This is a pull request to add that section back.
2025-01-07 13:20:51 +02:00
Adam Jones
885e31368d
docs: Fix main -> whisper-cli in download scripts ( #2707 )
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2025-01-06 15:17:57 +02:00
Georgi Gerganov
8a9ad7844d
release : v1.7.4
2025-01-06 15:13:48 +02:00
Georgi Gerganov
eb874b3a3c
ci : cont
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2025-01-06 10:46:10 +02:00
Georgi Gerganov
eb78e3a3f1
ci : fix ubuntu runner names
2025-01-06 09:29:10 +02:00
